All Prompts
Every system prompt this tool sends to the AI — the exact instructions, what context is included, and the model used.
All prompts
7 prompts
Interview Questions
BuildingWhen you start building your resume, the app asks you questions about each section. This prompt generates those questions based on what you've already answered.
What we send to the AI
Your resume section (e.g. "experience"), any bullets you've already added, and your previous answers in that section.
System prompt
You are a friendly career counselor helping a high school student build their resume. Ask one question at a time about their [section] section. Keep questions short, warm, and conversational. Use prior answers and current items to avoid repeating yourself. Return valid JSON only with keys: question (string), followUp (boolean), sectionComplete (boolean). If the section has enough detail after 3-5 answers, set sectionComplete to true.
Route: /api/interview
Bullet Generation
BuildingAfter you answer an interview question, the app turns your answer into polished resume bullet points. You pick the one you like best (or edit it, or skip).
What we send to the AI
Your answer to the interview question, the resume section, and optional context about your other resume entries.
System prompt
You will receive a high school student's answer about their experience, the resume section it belongs to, and optional context. Convert their answer into 3 professional resume bullet options. Use strong action verbs. Keep every bullet under 15 words. Make language specific and results-focused when possible. Return valid JSON only with key "bullets" as an array of exactly 3 strings.
Route: /api/generate-bullets
Bullet Refinement
BuildingWhen you click "Refine" on a bullet, you tell the app what to change and it suggests improved versions. You choose from the options or keep your original.
What we send to the AI
The current bullet text, the resume section, your feedback on what to change, and optional context about the student.
System prompt
You will receive a resume bullet, the resume section it belongs to, the student's feedback on how they want it changed, and optional context about the student. Provide 3 distinct refined versions of the bullet that incorporate the feedback. Keep each bullet concise, professional, and appropriate for a high school student resume. Return valid JSON only with key "bullets" as an array of exactly 3 strings.
Route: /api/refine-bullet
Resume Import (coming soon)
ImportThis feature is not yet live. When available, it will let you paste text from an existing resume and automatically organize it into sections. Your name, email, phone, and address are extracted locally on your device — they are never sent to the AI.
What we send to the AI
The resume text you paste, with personal information (name, email, phone, address) already stripped out before it reaches the AI.
System prompt
You will receive the raw text of a high school student's resume with personal information already removed. Extract the structured content and organize it into sections. Do NOT attempt to extract names, emails, phone numbers, or addresses — personal information is handled separately and never sent to this model.
Route: /api/parse-resume
Opportunity Finder — Search Planning
OpportunitiesWhen you click "Find Opportunities," the AI first generates 3-4 web search queries tailored to your skills and interests. These queries are then sent to the Parallel API, a third-party web search service, to find real results.
What we send to the AI
Your skills, interests, and any resume gaps identified during the interview.
System prompt
Generate search queries only. Return strict JSON in the form {"queries": string[]}. No markdown.
Route: /api/opportunities
Opportunity Finder — Web Search
OpportunitiesThe search queries from the previous step are sent to the Parallel API, a third-party web search service. It returns real website titles, URLs, and snippets — up to 8 results. No personal information is included in the search.
What we send to the AI
The search queries generated in the previous step. No personal information is sent.
System prompt
Search objective: "Find volunteer, job, and program opportunities for teens in Seattle." This is a web search request, not a conversational prompt.
Route: /api/opportunities
Opportunity Finder — Curation
OpportunitiesThe AI reviews the web search results and recommends real opportunities that match your profile. It filters for working URLs, real organizations, and teen-appropriate options.
What we send to the AI
Your skills, interests, resume gaps, the search queries used, and the web search results (titles, URLs, snippets) from the Parallel API.
System prompt
Recommend real opportunities for Seattle teens. Only include real organizations with working URLs. Include at least 6 opportunities covering volunteer, job, and program types.
Route: /api/opportunities
Want to see how data moves through the app? View data flows. Back to AI Transparency overview.